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KDD
2010
ACM
272views Data Mining» more  KDD 2010»
9 years 5 months ago
Beyond heuristics: learning to classify vulnerabilities and predict exploits
The security demands on modern system administration are enormous and getting worse. Chief among these demands, administrators must monitor the continual ongoing disclosure of sof...
Mehran Bozorgi, Lawrence K. Saul, Stefan Savage, G...
BMCBI
2010
179views more  BMCBI 2010»
9 years 1 months ago
A semi-supervised learning approach to predict synthetic genetic interactions by combining functional and topological properties
Background: Genetic interaction profiles are highly informative and helpful for understanding the functional linkages between genes, and therefore have been extensively exploited ...
Zhuhong You, Zheng Yin, Kyungsook Han, De-Shuang H...
ECML
2007
Springer
9 years 5 months ago
Seeing the Forest Through the Trees: Learning a Comprehensible Model from an Ensemble
Abstract. Ensemble methods are popular learning methods that usually increase the predictive accuracy of a classifier though at the cost of interpretability and insight in the deci...
Anneleen Van Assche, Hendrik Blockeel
MICRO
2009
IEEE
191views Hardware» more  MICRO 2009»
9 years 8 months ago
Pseudo-LIFO: the foundation of a new family of replacement policies for last-level caches
Cache blocks often exhibit a small number of uses during their life time in the last-level cache. Past research has exploited this property in two diļ¬€erent ways. First, replacem...
Mainak Chaudhuri
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